Simultaneous spectrometric determination of Cu2+, Mn2+ and Zn2+ in polivitaminic/polimineral drug using SPA and GA algorithms for variable selection

被引:27
作者
Dantas, HA
de Souza, ESON
Visani, V
de Barros, SRRC
Saldanha, TCB
Araújo, MCU
Galvao, RKH
机构
[1] Univ Fed Paraiba, Ctr Ciencias Exatas & Nat, Dept Quim, BR-58051970 Joao Pessoa, Paraiba, Brazil
[2] Inst Tecnol Aeronaut, Div Engn Eletron, BR-12228900 Sao Jose Dos Campos, SP, Brazil
关键词
variable selection; multivariate calibration; metals; drugs analysis; spectrophotometry;
D O I
10.1590/S0103-50532005000100009
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The application of the method for the simultaneous spectrophotometric determination of the divalent ions of copper, manganese and zinc for analysis of a pharmaceutical formulation of polivitaminic/polimineral is reported. This method uses 4-(2-pyridylazo) resorcinol (PAR) and multivariate calibration and was optimized using the successive projections algorithm (SPA) and a genetic algorithm (GA) for choosing the best series of wavelengths for analysis. Thus the construction of calibration models based on multiple linear regression (MLR-SPA and MLR-GA respectively) was made possible. The results obtained were compared with models based on latent variables, principal component regression (PCR) and partial least square regression (PLS) through the criterion of the root mean square error of prediction (RMSEP). All the methods presented even performance but the RLM methods are simpler since they require a smaller number of wavelengths and are easier to interpret than those based on latent variables.
引用
收藏
页码:58 / 61
页数:4
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